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Evolutionary Algorithms

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TitleStatusHype
Decentralised Multi-Demic Evolutionary Approach to the Dynamic Multi-Agent Travelling Salesman Problem—0
New Approach for Solving The Clustered Shortest-Path Tree Problem Based on Reducing The Search Space of Evolutionary Algorithm—0
2019 Evolutionary Algorithms Review—0
Push and Pull Search Embedded in an M2M Framework for Solving Constrained Multi-objective Optimization Problems—0
Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution—0
Evolving Self-supervised Neural Networks: Autonomous Intelligence from Evolved Self-teaching—0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
Evolving neural networks to follow trajectories of arbitrary complexity—0
Regularized Evolutionary Algorithm for Dynamic Neural Topology Search—0
Origami Inspired Solar Panel Design—0
A Reinforcement Learning Perspective on the Optimal Control of Mutation Probabilities for the (1+1) Evolutionary Algorithm: First Results on the OneMax Problem—0
Learning to EvolveCode0
A Survey on Neural Architecture Search—0
Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms—0
Intentional Computational Level DesignCode0
Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates—0
The Efficiency Threshold for the Offspring Population Size of the (μ, λ) EA—0
The 1/5-th Rule with Rollbacks: On Self-Adjustment of the Population Size in the (1+(λ,λ)) GA—0
A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation—0
Multiplicative Up-Drift—0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
An Evolutionary Framework for Automatic and Guided Discovery of Algorithms—0
On Inversely Proportional Hypermutations with Mutation Potential—0
A Tight Runtime Analysis for the cGA on Jump Functions---EDAs Can Cross Fitness Valleys at No Extra Cost—0
A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control—0
Evolutionary Cell Aided Design for Neural Network Architectures—0
On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints—0
Learning to Sample Hard Instances for Graph AlgorithmsCode0
Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms—0
Learn a Prior for RHEA for Better Online Planning—0
Evolutionary Algorithms for the Chance-Constrained Knapsack Problem—0
Analysis of Baseline Evolutionary Algorithms for the Packing While Travelling Problem—0
Guiding Neuroevolution with Structural Objectives—0
Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels—0
Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric DistanceCode0
Self-Adjusting Mutation Rates with Provably Optimal Success RulesCode0
Fast Re-Optimization via Structural Diversity—0
Parallel Black-Box Complexity with Tail Bounds—0
A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm—0
Evaluation Function Approximation for Scrabble—0
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive ProblemsCode0
Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation—0
An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clustering pruning strategy—0
Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy—0
General Subpopulation Framework and Taming the Conflict Inside PopulationsCode0
Evolutionary Construction of Convolutional Neural Networks—0
Sample-Efficient Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search—0
A Tight Runtime Analysis for the (μ+ λ) EA—0
Towards an Evolvable Cancer Treatment Simulator—0
Fast Exact Computation of Expected HyperVolume Improvement—0
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